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00:47 Speaker Introduction and Background
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Classroom Contents
Data-Driven NLP - From Statistics to GenAI
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- 1 00:00 Introduction to NLP Evolution
- 2 00:47 Speaker Introduction and Background
- 3 01:36 NLP's Rise and Investment Surge
- 4 03:12 Early NLP Techniques and Challenges
- 5 05:49 Shift to Machine Learning and Deep Learning
- 6 08:00 Transformers and Attention Mechanisms
- 7 09:48 BERT and Bidirectional Training
- 8 12:25 GPT Series and Scaling Trends
- 9 14:16 Multimodal Models and Applications
- 10 16:44 Efficiency Techniques in NLP
- 11 19:11 Future Metrics and Ethical Considerations
- 12 20:34 Conclusion and Future of NLP
